Deep Learning

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Avoid Bottlenecks in distributed Deep Learning pipelines with Horovod

Avoid Bottlenecks in distributed Deep Learning pipelines with Horovod

Categories: Data Science | Tags: Deep Learning, GPU, Keras, TensorFlow, Horovod

The Deep Learning training process can be greatly speed up using a cluster of GPUs. When dealing with huge amounts of data, distributed computing quickly becomes a challenge. A common obstacle which…

By Grégor JOUET

Nov 15, 2019

TensorFlow installation on Docker

TensorFlow installation on Docker

Categories: Containers Orchestration, Data Science, Learning | Tags: AI, CPU, Deep Learning, Docker, Jupyter, Linux, TensorFlow

TensorFlow is an Open Source software from Google for numerical computation using a graph representation: Vertex (nodes) represent mathematical operations Edges represent N-dimensional data array…

By Pierre SAUVAGE

Aug 5, 2019

Applying Deep Reinforcement Learning to Poker

Applying Deep Reinforcement Learning to Poker

Categories: Data Science | Tags: Algorithm, Deep Learning, Gaming, Machine Learning, Q-learning, Neural Network, Python

We will cover the subject of Deep Reinforcement Learning, more specifically the Deep Q Learning algorithm introduced by DeepMind, and then we’ll apply a version of this algorithm to the game of Poker…

By Oscar BLAZEJEWSKI

Jan 9, 2019

One week to discuss technology in a Moroccan riad

One week to discuss technology in a Moroccan riad

Categories: Adaltas Summit 2018, Learning | Tags: Flink, CDSW, Deep Learning, Gatsby, Kubernetes, Node.js, React.js, Hadoop, Knox

Adaltas organise the year its first conference between the 22 and 26 of October. On the agenda of these 5 days of conference: discuss technology in one of the most beautiful riad of Marrakech. Mix the…

By David WORMS

Oct 11, 2018

Nvidia and AI on the edge

Nvidia and AI on the edge

Categories: Data Science | Tags: AI, Caffe, Deep Learning, Edge computing, GPU, Keras, NVIDIA, PyTorch, TensorFlow

In the last four years, corporations have been investing a lot in AI and particularly in Deep Learning and Edge Computing. While the theory has taken huge steps forward and new algorithms are invented…

By Yliess HATI

Oct 10, 2018

Lando: Deep Learning used to summarize conversations

Lando: Deep Learning used to summarize conversations

Categories: Data Science, Learning | Tags: Deep Learning, Kubernetes, Micro Services, Node.js, Open API, Neural Network

Lando is an application to summarize conversations using Speech To Text to translate the written record of a meeting into text and Deep Learning technics to summarize contents. It allows users to…

By Yliess HATI

Sep 18, 2018

Deep learning on YARN: running Tensorflow and friends on Hadoop cluster

Deep learning on YARN: running Tensorflow and friends on Hadoop cluster

Categories: Data Science | Tags: Spark, Spark MLlib, YARN, Deep Learning, GPU, PyTorch, TensorFlow, XGBoost, Hadoop

With the arrival of Hadoop 3, YARN offer more flexibility in resource management. It is now possible to perform Deep Learning analysis on GPUs with specific development environments, leveraging…

By Louis BIANCHERIN

Jul 24, 2018

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